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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autonomous_guidance_mpc_and_lqr-lmi

Kinematic MPC and dynamic LPV-LQR state feedback control for an autonomous vehicle

baidu-apollo-control-algorithm

Analyzed Baidu Apollo LQR and MPC lateral control algorithm based on dynamic vehicle model

battery_cycle_life_prediction

This notebook presents a pipeline to process raw data files of battery cycling and the prediction of their useful life before the degradation starts.

battery_soc_estimation

Battery state of charge estimation using kalman filter in Matlab

batterymachinelearning

Machine learning based Lithium-Ion battery capacity estimation using multi-Channel charging Profiles

e5

https://github.com/vcheckzen/KeepAliveE5

energy_systems_and_control-projects

Projects related to Energy Systems and Control covering Flight Path Optimization, Battery Modeling, State Estimation, Optimal Economic Dispatch of Distribution, Forecasting Electricity Power Consumption, Optimal PHEV Energy Management

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gpt4free

decentralising the Ai Industry, just some language model api's...

li-ion-battery-data

实验室锂离子电池数据管理平台。

machine-learning-battery-soc-estimaton-electric-vehicles

msn-flocking-formation-control

A MATLAB program that implements Multi-agent flocking, following a target, avoiding obstacles

paper-simulation

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.

project-based-learning

Curated list of project-based tutorials

r-cnn

目标检测 - R-CNN算法实现

track-anything

Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

zju-icicles

浙江大学课程攻略共享计划